Math Problem Statement
both mannual answer and matlab coding
Solution
To solve this problem, I will provide the manual solution using the Laplace transform technique and the MATLAB code to solve the given differential equation.
Manual Solution
The given differential equation is:
with initial conditions:
Step 1: Apply Laplace Transform
Taking the Laplace transform of both sides of the equation:
[ \mathcal{L} \left[m \frac{d^2 x(t)}{dt^2} \right] + \mathcal{L} \left[c \frac{dx(t)}{dt} \right] + \mathcal{L} \left[k x(t) \right] = 0 ]
Using the Laplace transform properties:
Substitute into the equation: [ m \left[s^2 X(s) - s x_0 - v_0 \right] + c \left[s X(s) - x_0 \right] + k X(s) = 0. ]
Step 2: Simplify the Equation
Expand and rearrange:
Factorize :
Solve for :
Step 3: Partial Fraction Decomposition (if needed)
The denominator is a quadratic polynomial:
To find the time-domain solution , perform inverse Laplace transform on . Depending on the roots of the characteristic equation: we have three cases:
- Overdamped (): Two distinct real roots.
- Critically damped (): Repeated real roots.
- Underdamped (): Complex conjugate roots.
The solution in each case involves standard inverse Laplace transform techniques.
MATLAB Code
Below is MATLAB code for solving the differential equation using the Laplace transform:
matlabsyms x(t) s X m = 1; % Mass (example value, replace as needed) c = 1; % Damping coefficient (example value) k = 1; % Spring constant (example value) x0 = 1; % Initial displacement v0 = 0; % Initial velocity % Define the differential equation Dx = diff(x, t); D2x = diff(x, t, 2); eqn = m * D2x + c * Dx + k * x == 0; % Laplace transform the equation X = laplace(x, t, s); Dx0 = v0; % Substitute initial conditions eqn_L = subs(m * s^2 * X - m * s * x0 - m * Dx0 + c * s * X - c * x0 + k * X, ... {'x0', 'Dx0'}, {x0, v0}); % Solve for X(s) X_s = solve(eqn_L == 0, X); % Inverse Laplace Transform x_t = ilaplace(X_s, s, t); disp('Time-domain solution:'); disp(x_t); % Optional: Numerical solution t_vals = 0:0.01:10; % Time range x_num = double(subs(x_t, t, t_vals)); plot(t_vals, x_num); xlabel('Time (s)'); ylabel('Displacement x(t)'); title('Damped Harmonic Oscillator'); grid on;
Would you like me to:
- Provide detailed cases for overdamping, underdamping, and critical damping?
- Expand the MATLAB solution further with comments?
- Derive specific numerical examples for parameters , , and ?
- Include plots for various damping scenarios in MATLAB?
- Solve the Laplace transform manually for specific roots?
Tip: Always verify the roots of the characteristic equation before proceeding with inverse Laplace transform to determine the nature of the solution.
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Math Problem Analysis
Mathematical Concepts
Laplace Transforms
Differential Equations
Damping Harmonic Motion
Initial Value Problems
Formulas
m * (d²x/dt²) + c * (dx/dt) + kx = 0
Laplace Transform properties for derivatives
Roots of a quadratic equation: s = [-b ± sqrt(b² - 4ac)] / 2a
Theorems
Second-Order Linear Differential Equation
Inverse Laplace Transform Theorem
Suitable Grade Level
Undergraduate Engineering/Physics Students
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